Business Bench

Tasks · desk · Reformatting

Turn August web store orders into journal entries

woocommerce-orders-to-journal · timeout 1200 s · source

The ask

Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.

Grace needs August's web store sales as journal entries she can import. The WooCommerce export is in the folder along with her rules and import template. Save it as journal.csv.

Workspace

  • bookkeeping_rules.md
  • journal_import_template.csv
  • woocommerce_orders_2026-08.csv

Expected deliverables

  • journal.csv

This task also has a task-specific grader (check.py).

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
journal template columns, exact ordercsv_columnsyes0
journal numberscsv_set_equalyes0
row count (one line per account per journal)csv_row_countyes0
journals balancecustomyes0
account amounts per journal; journal datescustomyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash331.10.0195
Codex / GPT-5.6 sol332.10.2689

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "woocommerce-orders-to-journal".